Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9577021 0.7827850 0.4874004
bt 0.7668103 0.4361011 0.1593126
maxnet 0.7485892 0.3874955 NA
gam 0.7638619 0.4019944 0.1523495
glm 0.7029902 0.3569022 0.0849358

Variable Importance

Partial Dependence